MPGANLast updated on Oct 3, 2021Go to Project Site PDF Code Slidescomp ml physPhD Candidate in Particle Physics and Machine LearningRelatedJetNetParticle Graph AutoencodersLorentz Group Equivariant AutoencoderSequential Modeling for Soccer PredictionsOptical Tweezers and a Quantum Gas MicroscopeEventsOverview and Outlook: Machine Learning for Simulation @ CERN (Invited Talk)Jul 21, 2022 3:00 PM CMS ML Town Hall 2022Project Slides VideoMachine Learning for LHC Simulation @ Fermilab (Invited Talk)Jul 14, 2022 4:00 PM Fermilab LPC Physics ForumProject Slides VideoParticle Cloud Generation with Message Passing GANs @ NeurIPS 21 (Accepted Poster, Virtual)Dec 3, 2021 8:00 AM NeurIPS 21 Main ConferencePDF Project VideoParticle Cloud Generation with Message Passing GANs @ ACAT, South Korea (Accepted Poster, Hybrid)Nov 28, 2021 8:00 AM ACAT 21PDF ProjectValidation Techniques for Machine-Learned FastSim @ CERN (Invited Talk, Virtual)Nov 23, 2021 8:00 AM LPCC Fast Detector Simulation WorkshopProject SlidesParticle Cloud Generation with Message Passing GANs @ CERN (Virtual)Nov 8, 2021 8:00 AM HSF New ML Techniques for Simulation MeetingProject SlidesParticle Cloud Generation with Message Passing GANs @ University of Washington (Invited Talk, Virtual)Oct 11, 2021 8:00 AM University of Washington EPE ML SeminarProject SlidesParticle Cloud Generation with Message Passing GANs @ CERN (Virtual)Jul 29, 2021 7:00 AM CMS ML Town HallProject SlidesParticle Cloud Generation with Message Passing GANs @ University of Heidelberg (Hybrid)Jul 7, 2021 8:00 AM ML4JetsProject Slides VideoParticle Cloud Generation with Message Passing GANs @ Mainz Institute for Theoretical Physics (Invited Talk, Virtual)Jun 23, 2021 8:00 AM MITP Machine Learning for Particle Physics WorkshopProject SlidesSparse Data Generation @ CERN (Virtual)May 5, 2021 7:00 AM CMS ML Forum (Topic: ML4Sim)Project SlidesGraph Generative Adversarial Networks for High Energy Physics Data Generation @ James Madison University (Invited Talk, Virtual)Mar 18, 2021 1:00 PM JMU Artificial Intelligence and Machine Learning SeminarProject SlidesGraph Generative Adversarial Networks for High Energy Physics Data Generation @ Berkeley Institute for Data Science (Invited Talk, Virtual)Mar 17, 2021 1:00 PM BIDS Deep Generative Models for Fundamental Physics MeetingProject Slides VideoGraph Generative Adversarial Networks for High Energy Physics Data Generation @ Imperial College London (Invited Talk, Virtual)Feb 2, 2021 8:00 AM ICL DataLearning SeminarProject Slides VideoGraph Generative Adversarial Networks for Sparse Data Generation in High Energy Physics @ NeurIPS 2020 (Accepted Poster, Virtual)Dec 11, 2020 1:00 PM NeurIPS 2020 Machine Learning and the Physical Sciences WorkshopProject PosterSparse Data Generation with Graph GANs @ CERN (Virtual)Nov 23, 2020 8:20 AM Inter-Experimental LHC Machine Learning Working Group MeetingProject SlidesDeep Graph Neural Networks for Fast HGCAL Simulation @ PrincetonFeb 27, 2020 5:00 PM IRIS-HEP Review MeetingProject PosterDeep Graph Neural Networks for Fast HGCAL Simulation @ CERNAug 28, 2019 4:15 PM CERN CMS Machine Learning ForumProject SlidesDeep Graph Neural Networks for Fast HGCAL Simulation @ CERNAug 23, 2019 9:24 AM CMS Computing Group MeetingProject SlidesDeep Graph Neural Networks for Fast HGCAL Simulation @ VirtualAug 21, 2019 1:40 PM IRIS-HEP Topical MeetingProject SlidesDeep Graph Neural Networks for Fast HGCAL Simulation @ CERN (Talk)Aug 13, 2019 1:38 PM CERN Openlab Lightning TalksProject Video
